Evaluate system architecture, module boundaries, coupling, cohesion, and scalability patterns. Use when planning new features, reviewing system design, assessing technical debt at a systemic level, or when the codebase feels tangled.
Advanced WebSocket patterns for real-time bidirectional communication in web applications.
Coroutine usage guardrails for Kotlin backend reviewers
Es un motor de gestión de versiones que transforma cambios de código complejos en un historial atómico y semántico mediante la disección de fragmentos (hunks) y el cumplimiento estricto de Conventional Commits en español. Esta skill debe activarse de forma automática siempre que el usuario solicite en estos contextos "guardar cambios", "hacer commit", "finalizar una tarea" o "guardar avances"
Create a C# server-side simulation service following the Plugin/IEventAdapter pattern with configuration, pulse updates, and entity management. Use when creating new simulations, scenario generators, or test data providers for {{projectName}} HMI server.
Chuyên gia Flutter với kiến thức sâu về Clean Architecture, Performance và Modern Dart 3
Guide for implementing code following the noop function-first, layered architecture. Use when writing handlers, services, database operations, or middleware. Automatically invoked when working on noop-based projects.
Comprehensive documentation on the architecture, implementation, and styling of the Lumina Oracles blog/article system. Covers SSG, search algorithms, SEO, and UI components.
Java programming language patterns, object-oriented design, and enterprise
Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.
Ensure code follows DDD architecture and DAL separation for both frontend and backend. Triggers: DDD, arch, 架構, 新功能, 新模組, new feature, scaffold, 骨架, domain, layer, 分層, structure, 結構, backend, frontend, React, Vue, Python, TypeScript, 前端, 後端, component, 元件.
레이어 아키텍트. 기능을 헥사고날 레이어에 매핑. 기존 코드 영향도 분석. 수정 vs 신규 판단 (TDD vs Doc-Driven 분기). Serena MCP 검색 활용. /plan 명령 시 자동 활성화. 구현 순서 및 전략 결정.
Expert Golang senior/lead developer dengan 20+ tahun pengalaman. Gunakan skill ini ketika bekerja dengan Go/Golang projects untuk membuat kode clean, maintainable, scalable, struktur folder production-grade, Docker containerization, debugging, mendeteksi celah crash/bug/race condition, code review standar senior engineer, testing strategies, performance optimization, dan library selection battle-tested. Trigger keywords include golang, go, docker, microservice, api, backend, clean code, refactor, debugging.
API versioning strategies including URL-based, header-based, and breaking change management
Autonomous two-phase codebase exploration - first discovers natural perspectives (layers, components, boundaries), then dispatches adaptive deep-dive explorers based on what was discovered. Synthesizes findings into actionable insights.
Use when designing system architecture, making high-level technical decisions, or planning major system changes. Focuses on structure, patterns, and long-term strategy.
Use when writing, modifying, or reviewing Java code - applies SOLID principles, clean code practices, minimal documentation, and pragmatic abstraction to create maintainable Java applications
Create and modify domain entities following DDD principles with proper encapsulation, validation, and identity management. - Creating new domain entities - Modifying existing entities - Adding business methods to entities - Refactoring anemic models to rich domain models - Implementing entity validation
Multi-module 구조 설계, Gradle 설정, Version Catalog, 의존성 관리. 헥사고날 아키텍처 모듈 분리. Domain 외부 의존성 금지, 순환 의존성 금지. QA 도구 (Checkstyle, SpotBugs, PMD, JaCoCo) 설정.
Aurora CQRS Architecture Reference - Understanding the CQRS structure, component relationships, editable zones, and data flow in Aurora/NestJS projects. Trigger: When needing to understand CQRS architecture, component structure, or editable zones.
.NET Software Engineer persona using TDD and Domain Driven Design
Validate hexagonal architecture (Domain, Application, Infrastructure, Presentation). Use when creating new files in src/, reorganizing code, or when the user requests architecture validation.
Senior expertise in Gravito Clean Architecture. Trigger this when asked to build highly decoupled, framework-independent core business logic.
